diff --git a/web/app/components/datasets/create-from-pipeline/create-options/create-from-scratch.tsx b/web/app/components/datasets/create-from-pipeline/create-options/create-from-scratch.tsx
index c8828edf0c..17bcd1253c 100644
--- a/web/app/components/datasets/create-from-pipeline/create-options/create-from-scratch.tsx
+++ b/web/app/components/datasets/create-from-pipeline/create-options/create-from-scratch.tsx
@@ -8,12 +8,12 @@ import type { AppIconType } from '@/types/app'
 import { RiCloseLine } from '@remixicon/react'
 import PermissionSelector from '../../settings/permission-selector'
 import type { CreateDatasetReq } from '@/models/datasets'
-import { DatasetPermission } from '@/models/datasets'
+import { ChunkingMode, DatasetPermission } from '@/models/datasets'
 import { useMembers } from '@/service/use-common'
 import Button from '@/app/components/base/button'
 import { useTranslation } from 'react-i18next'
 import Toast from '@/app/components/base/toast'
-import { useCreateDataset } from '@/service/knowledge/use-create-dataset'
+import { useCreatePipelineDataset } from '@/service/knowledge/use-create-dataset'
 import type { Member } from '@/models/common'
 
 type CreateFromScratchProps = {
@@ -75,7 +75,7 @@ const CreateFromScratch = ({
     setPermission(value!)
   }, [])
 
-  const { mutateAsync: createEmptyDataset } = useCreateDataset()
+  const { mutateAsync: createEmptyDataset } = useCreatePipelineDataset()
 
   const handleCreate = useCallback(async () => {
     if (!name) {
@@ -94,6 +94,7 @@ const CreateFromScratch = ({
         icon_background: appIcon.type === 'image' ? undefined : appIcon.background,
         icon_url: appIcon.type === 'image' ? appIcon.url : undefined,
       },
+      doc_form: ChunkingMode.text,
       permission,
     }
     // Handle permission
diff --git a/web/app/components/datasets/list/dataset-card/index.tsx b/web/app/components/datasets/list/dataset-card/index.tsx
index 60b00740b9..e8345fd844 100644
--- a/web/app/components/datasets/list/dataset-card/index.tsx
+++ b/web/app/components/datasets/list/dataset-card/index.tsx
@@ -51,6 +51,12 @@ const DatasetCard = ({
     return dataset.provider === EXTERNAL_PROVIDER
   }, [dataset.provider])
   const Icon = isExternalProvider ? DOC_FORM_ICON.external : (DOC_FORM_ICON[dataset.doc_form] || General)
+  const iconInfo = dataset.icon_info || {
+    icon: '📙',
+    icon_type: 'emoji',
+    icon_background: '#FFF4ED',
+    icon_url: '',
+  }
   const { formatIndexingTechniqueAndMethod } = useKnowledge()
   const documentCount = useMemo(() => {
     const availableDocCount = dataset.available_document_count || dataset.document_count
@@ -122,16 +128,23 @@ const DatasetCard = ({
         <div className={cn('flex items-center gap-x-3 px-4 pb-2 pt-4', !dataset.embedding_available && 'opacity-30')}>
           <div className='relative shrink-0'>
             <AppIcon
-              iconType='emoji'
-              icon='📙'
               size='large'
+              iconType={iconInfo.icon_type}
+              icon={iconInfo.icon}
+              background={iconInfo.icon_type === 'image' ? undefined : iconInfo.icon_background}
+              imageUrl={iconInfo.icon_type === 'image' ? iconInfo.icon_url : undefined}
             />
             <div className='absolute -bottom-1 -right-1 z-10'>
               <Icon className='size-4' />
             </div>
           </div>
-          <div className='flex grow flex-col gap-y-1 py-px'>
-            <div className='system-md-semibold truncate text-text-secondary' title={dataset.name}>{dataset.name}</div>
+          <div className='flex grow flex-col gap-y-1 overflow-hidden py-px'>
+            <div
+              className='system-md-semibold truncate text-text-secondary'
+              title={dataset.name}
+            >
+              {dataset.name}
+            </div>
             <div className='system-2xs-medium-uppercase flex items-center gap-x-3 text-text-tertiary'>
               {!isExternalProvider ? (
                 <>
diff --git a/web/models/datasets.ts b/web/models/datasets.ts
index e0a09d7af6..210b8349f6 100644
--- a/web/models/datasets.ts
+++ b/web/models/datasets.ts
@@ -729,10 +729,6 @@ export type CreateDatasetReq = {
     user_id: string
     role?: 'owner' | 'admin' | 'editor' | 'normal' | 'dataset_operator'
   }[]
-  indexing_technique?: IndexingType
-  retrieval_mode?: RetrievalConfig
-  embedding_model?: string
-  embedding_model_provider?: string
 }
 
 export type CreateDatasetResponse = {
@@ -740,7 +736,6 @@ export type CreateDatasetResponse = {
   name: string
   description: string
   permission: DatasetPermission
-  data_source_type: DataSourceType
   indexing_technique: IndexingType
   created_by: string
   created_at: number
diff --git a/web/service/knowledge/use-create-dataset.ts b/web/service/knowledge/use-create-dataset.ts
index 8ca171312c..c1d077ebd6 100644
--- a/web/service/knowledge/use-create-dataset.ts
+++ b/web/service/knowledge/use-create-dataset.ts
@@ -240,13 +240,13 @@ export const useFetchDefaultProcessRule = (
   })
 }
 
-export const useCreateDataset = (
+export const useCreatePipelineDataset = (
   mutationOptions: MutationOptions<CreateDatasetResponse, Error, CreateDatasetReq> = {},
 ) => {
   return useMutation({
-    mutationKey: [NAME_SPACE, 'create-dataset'],
+    mutationKey: [NAME_SPACE, 'create-pipeline-empty-dataset'],
     mutationFn: (req: CreateDatasetReq) => {
-      return post<CreateDatasetResponse>('/datasets', { body: req })
+      return post<CreateDatasetResponse>('/rag/pipeline/empty-dataset', { body: req })
     },
     ...mutationOptions,
   })